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                "> Dear Research Survey Participant:<br><br>To compete in today’s dynamic environment, organizations need to empower decision-makers at all levels with relevant, timely, trusted, and complete data insights. Becoming data-informed and
              data-driven is critical to strategy development, forecasting, and smarter operational processes. Legacy data platforms, data integration, and data management often hold back organizations from achieving objectives.<br><br>Cloud
              computing is of course changing everything. The cloud is home to modern data stacks that enable organizations to support the latest data applications and services. These generate terabytes, if not petabytes of data that demands scalable
              and fast processing to support a range of workloads, from BI dashboards and reporting to advanced analytics and AI/ML. Organizations also need data insights to drive automated decisions in mission-critical operational applications and
              data-rich customer interactions. Another objective is data sharing among diverse internal and external users, including in marketplaces.<br><br>This TDWI Best Practices Report, “Accelerating Business Value with Modern Data Platforms,
              Integration, and Management,” will research the field to uncover important trends, real-world experiences, and the latest practices. Our goal is to provide forward-looking strategies for maximizing the value of data, supporting data
              democratization's expansion in users and workloads, and delivering business benefits. Your participation in this survey is central to this research and enabling TDWI to contribute insights to our community.<br><br>PURPOSE -- This survey
              asks for your expertise and opinions. The results will be analyzed and will appear with other contextual content in an upcoming TDWI Best Practices Report. Thank you in advance for your valuable participation and we look forward to your
              responses!<br><br>INCENTIVE -- In appreciation of your completion of this survey, TDWI will send you a link for downloading the final report when it is published in late September. Be sure to enter your email address at the end of the
              survey to be entered to win a prize as a thank you for completing it.<br><br>WHO SHOULD TAKE THE SURVEY? – We invite a range of individuals to participate. The survey is geared to professionals in business who use data applications and
              lead BI and analytics projects; chief data officers, chief analytics officers, data scientists, business analysts, and data analysts; and CIOs, CTOs, and IT managers of BI, analytics, and data warehouses, data integration, data lakes,
              and data applications development. Consultants should answer questions with their most recent client in mind.<br><br>DIRECTIONS – Please finish each page of the survey by pressing “Next” and then “Done” at the end of the survey to
              ensure that your answers are properly recorded. There are 27 content questions, five demographics questions, and two closing questions. By enabling cookies for your browser, you can leave the survey and return to finish it later. TDWI
              will keep the survey live until July 28, 2022.<br><br>Please let me know if you have any difficulties in taking this survey. Once again, thank you for your important participation!<br><br>Sincerely,<br><br>David Stodder<br>Senior
              Director, TDWI Research, Business Intelligence<br>dstodder@tdwi.org</span>
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Text Content

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TDWI Q3 2022 BEST PRACTICES REPORT: ACCELERATING BUSINESS VALUE WITH MODERN DATA
PLATFORMS, INTEGRATION, AND MANAGEMENT




Dear Research Survey Participant:

To compete in today’s dynamic environment, organizations need to empower
decision-makers at all levels with relevant, timely, trusted, and complete data
insights. Becoming data-informed and data-driven is critical to strategy
development, forecasting, and smarter operational processes. Legacy data
platforms, data integration, and data management often hold back organizations
from achieving objectives.

Cloud computing is of course changing everything. The cloud is home to modern
data stacks that enable organizations to support the latest data applications
and services. These generate terabytes, if not petabytes of data that demands
scalable and fast processing to support a range of workloads, from BI dashboards
and reporting to advanced analytics and AI/ML. Organizations also need data
insights to drive automated decisions in mission-critical operational
applications and data-rich customer interactions. Another objective is data
sharing among diverse internal and external users, including in marketplaces.

This TDWI Best Practices Report, “Accelerating Business Value with Modern Data
Platforms, Integration, and Management,” will research the field to uncover
important trends, real-world experiences, and the latest practices. Our goal is
to provide forward-looking strategies for maximizing the value of data,
supporting data democratization's expansion in users and workloads, and
delivering business benefits. Your participation in this survey is central to
this research and enabling TDWI to contribute insights to our community.

PURPOSE -- This survey asks for your expertise and opinions. The results will be
analyzed and will appear with other contextual content in an upcoming TDWI Best
Practices Report. Thank you in advance for your valuable participation and we
look forward to your responses!

INCENTIVE -- In appreciation of your completion of this survey, TDWI will send
you a link for downloading the final report when it is published in late
September. Be sure to enter your email address at the end of the survey to be
entered to win a prize as a thank you for completing it.

WHO SHOULD TAKE THE SURVEY? – We invite a range of individuals to participate.
The survey is geared to professionals in business who use data applications and
lead BI and analytics projects; chief data officers, chief analytics officers,
data scientists, business analysts, and data analysts; and CIOs, CTOs, and IT
managers of BI, analytics, and data warehouses, data integration, data lakes,
and data applications development. Consultants should answer questions with
their most recent client in mind.

DIRECTIONS – Please finish each page of the survey by pressing “Next” and then
“Done” at the end of the survey to ensure that your answers are properly
recorded. There are 27 content questions, five demographics questions, and two
closing questions. By enabling cookies for your browser, you can leave the
survey and return to finish it later. TDWI will keep the survey live until July
28, 2022.

Please let me know if you have any difficulties in taking this survey. Once
again, thank you for your important participation!

Sincerely,

David Stodder
Senior Director, TDWI Research, Business Intelligence
dstodder@tdwi.org
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